Table Data - All Employees: Education and Health Services: Private Educational Services in Philadelphia, PA (MD)
| Title | All Employees: Education and Health Services: Private Educational Services in Philadelphia, PA (MD) |
|---|---|
| Series ID | SMU42379646561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 5:11 AM CST |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 56.842379188572394 |
| 1990-02-01 | 56.889486934646400 |
| 1990-03-01 | 57.029363149574790 |
| 1990-04-01 | 57.785662176062100 |
| 1990-05-01 | 57.496114846403600 |
| 1990-06-01 | 57.185036822633900 |
| 1990-07-01 | 58.380207768121900 |
| 1990-08-01 | 58.873867289775400 |
| 1990-09-01 | 60.079905918424394 |
| 1990-10-01 | 59.013476508389900 |
| 1990-11-01 | 59.019884342429400 |
| 1990-12-01 | 58.431065661787700 |
| 1991-01-01 | 57.987491270426700 |
| 1991-02-01 | 58.662957160102700 |
| 1991-03-01 | 58.750014368458700 |
| 1991-04-01 | 58.539169327428290 |
| 1991-05-01 | 59.005637276537705 |
| 1991-06-01 | 58.558271390122000 |
| 1991-07-01 | 57.119647862214606 |
| 1991-08-01 | 57.109949710164700 |
| 1991-09-01 | 58.616021544535400 |
| 1991-10-01 | 59.976531359716400 |
| 1991-11-01 | 60.763933653658290 |
| 1991-12-01 | 59.885279177059004 |
| 1992-01-01 | 60.404300929281206 |
| 1992-02-01 | 60.036341119390110 |
| 1992-03-01 | 60.056472705809710 |
| 1992-04-01 | 59.780080775940110 |
| 1992-05-01 | 60.106238717324000 |
| 1992-06-01 | 59.930609496114100 |
| 1992-07-01 | 59.966350776857900 |
| 1992-08-01 | 59.539212012187100 |
| 1992-09-01 | 60.003135361825510 |
| 1992-10-01 | 59.847864804730400 |
| 1992-11-01 | 60.103633551515100 |
| 1992-12-01 | 60.269983361913900 |
| 1993-01-01 | 60.426312028163096 |
| 1993-02-01 | 60.018751659095600 |
| 1993-03-01 | 60.212483700043500 |
| 1993-04-01 | 60.623553050483890 |
| 1993-05-01 | 60.898616745136300 |
| 1993-06-01 | 60.976453650496104 |
| 1993-07-01 | 61.480213620867900 |
| 1993-08-01 | 61.867818061377000 |
| 1993-09-01 | 61.747172001760100 |
| 1993-10-01 | 62.374202932158695 |
| 1993-11-01 | 62.144808286773700 |
| 1993-12-01 | 62.527219204622405 |
| 1994-01-01 | 62.981143683398400 |
| 1994-02-01 | 63.369306223274094 |
| 1994-03-01 | 63.555162533745296 |
| 1994-04-01 | 63.572942099234300 |
| 1994-05-01 | 63.486262783014205 |
| 1994-06-01 | 64.018086934738900 |
| 1994-07-01 | 63.562846988886210 |
| 1994-08-01 | 63.846700676758395 |
| 1994-09-01 | 63.575229654471290 |
| 1994-10-01 | 63.551919591601000 |
| 1994-11-01 | 63.567392188895290 |
| 1994-12-01 | 63.427199436366500 |
| 1995-01-01 | 64.030807370677600 |
| 1995-02-01 | 64.628579814827800 |
| 1995-03-01 | 64.751786115692910 |
| 1995-04-01 | 64.586403332133500 |
| 1995-05-01 | 64.678189302466700 |
| 1995-06-01 | 65.223441020904100 |
| 1995-07-01 | 66.151087151373390 |
| 1995-08-01 | 66.527985343887300 |
| 1995-09-01 | 61.079747482039200 |
| 1995-10-01 | 64.962596369464590 |
| 1995-11-01 | 65.094384937369500 |
| 1995-12-01 | 65.289907958979900 |
| 1996-01-01 | 64.093035729478200 |
| 1996-02-01 | 65.173517823592800 |
| 1996-03-01 | 65.607887803776590 |
| 1996-04-01 | 65.647948134045300 |
| 1996-05-01 | 66.042679488324500 |
| 1996-06-01 | 65.771706227191700 |
| 1996-07-01 | 65.174592921165100 |
| 1996-08-01 | 65.184610456167010 |
| 1996-09-01 | 65.560481154676890 |
| 1996-10-01 | 65.843712816736000 |
| 1996-11-01 | 65.712349301483900 |
| 1996-12-01 | 65.799298009037200 |
| 1997-01-01 | 64.973260040571900 |
| 1997-02-01 | 65.299649055156000 |
| 1997-03-01 | 64.721763580152500 |
| 1997-04-01 | 65.388116124035210 |
| 1997-05-01 | 64.558210539702100 |
| 1997-06-01 | 63.992127857297895 |
| 1997-07-01 | 63.254159901438705 |
| 1997-08-01 | 63.808592981918295 |
| 1997-09-01 | 65.647576515134500 |
| 1997-10-01 | 67.325113397245600 |
| 1997-11-01 | 67.420890246787300 |
| 1997-12-01 | 67.793130327581100 |
| 1998-01-01 | 67.959482398947300 |
| 1998-02-01 | 67.690915043396900 |
| 1998-03-01 | 67.902305917995500 |
| 1998-04-01 | 68.669684529573600 |
| 1998-05-01 | 68.210587819981600 |
| 1998-06-01 | 68.415105188212990 |
| 1998-07-01 | 68.057603596967110 |
| 1998-08-01 | 68.314478657664700 |
| 1998-09-01 | 68.893643236861800 |
| 1998-10-01 | 69.632974438927790 |
| 1998-11-01 | 69.579127047192100 |
| 1998-12-01 | 69.877159458984900 |
| 1999-01-01 | 69.108555696940300 |
| 1999-02-01 | 69.445051683321510 |
| 1999-03-01 | 69.725883339866800 |
| 1999-04-01 | 70.204866493636500 |
| 1999-05-01 | 72.223852817861800 |
| 1999-06-01 | 71.747229608296900 |
| 1999-07-01 | 72.062593359430410 |
| 1999-08-01 | 71.748558246678000 |
| 1999-09-01 | 71.166296896227210 |
| 1999-10-01 | 69.949908462913800 |
| 1999-11-01 | 70.162720132671500 |
| 1999-12-01 | 70.657349204054400 |
| 2000-01-01 | 71.568799257411910 |
| 2000-02-01 | 70.693699707751100 |
| 2000-03-01 | 71.254219988111420 |
| 2000-04-01 | 70.949024525108400 |
| 2000-05-01 | 71.562322974813910 |
| 2000-06-01 | 71.539354816102200 |
| 2000-07-01 | 71.672961866535300 |
| 2000-08-01 | 71.721212067911900 |
| 2000-09-01 | 70.952041258011800 |
| 2000-10-01 | 69.624425237378300 |
| 2000-11-01 | 69.155384486641100 |
| 2000-12-01 | 71.047625965343910 |
| 2001-01-01 | 72.791674618040200 |
| 2001-02-01 | 72.699501953139700 |
| 2001-03-01 | 72.718815653850910 |
| 2001-04-01 | 72.190647799298900 |
| 2001-05-01 | 72.056644313751490 |
| 2001-06-01 | 72.926092214011590 |
| 2001-07-01 | 72.607953870942600 |
| 2001-08-01 | 73.040858787730000 |
| 2001-09-01 | 73.066771413088800 |
| 2001-10-01 | 73.280289329459490 |
| 2001-11-01 | 73.757414309603400 |
| 2001-12-01 | 73.407624790553000 |
| 2002-01-01 | 73.662355213235200 |
| 2002-02-01 | 73.390925489225000 |
| 2002-03-01 | 73.552405095723800 |
| 2002-04-01 | 73.277491287563000 |
| 2002-05-01 | 73.672446063818090 |
| 2002-06-01 | 74.933734451423400 |
| 2002-07-01 | 75.926260099404910 |
| 2002-08-01 | 76.160111096073500 |
| 2002-09-01 | 76.441306127809800 |
| 2002-10-01 | 75.816417985687410 |
| 2002-11-01 | 76.099191996858300 |
| 2002-12-01 | 75.588723813464100 |
| 2003-01-01 | 75.651457938849400 |
| 2003-02-01 | 76.138505809867500 |
| 2003-03-01 | 76.974613305387590 |
| 2003-04-01 | 77.388766580904000 |
| 2003-05-01 | 77.629569367010000 |
| 2003-06-01 | 79.030118598831700 |
| 2003-07-01 | 77.768967742027700 |
| 2003-08-01 | 78.254931299576600 |
| 2003-09-01 | 77.796990197320200 |
| 2003-10-01 | 77.311453755637090 |
| 2003-11-01 | 77.441166750638090 |
| 2003-12-01 | 77.362913431982790 |
| 2004-01-01 | 72.093947794091590 |
| 2004-02-01 | 73.800432997783400 |
| 2004-03-01 | 74.906149383005710 |
| 2004-04-01 | 74.660120579598090 |
| 2004-05-01 | 73.639721824357900 |
| 2004-06-01 | 73.708906058783910 |
| 2004-07-01 | 73.551484885705790 |
| 2004-08-01 | 73.043370912128500 |
| 2004-09-01 | 73.792283352797300 |
| 2004-10-01 | 74.075048864792490 |
| 2004-11-01 | 73.556917427939210 |
| 2004-12-01 | 74.661129635434900 |
| 2005-01-01 | 74.183768311717500 |
| 2005-02-01 | 74.278588655725100 |
| 2005-03-01 | 73.941773973057690 |
| 2005-04-01 | 75.382459415077400 |
| 2005-05-01 | 74.499737546111790 |
| 2005-06-01 | 73.043597636601400 |
| 2005-07-01 | 73.697660358859710 |
| 2005-08-01 | 72.189367609453910 |
| 2005-09-01 | 74.332041909265500 |
| 2005-10-01 | 75.108419988093200 |
| 2005-11-01 | 75.507081057489800 |
| 2005-12-01 | 75.444865024410800 |
| 2006-01-01 | 74.513671089534090 |
| 2006-02-01 | 74.707007016634500 |
| 2006-03-01 | 74.324147346662900 |
| 2006-04-01 | 74.595713373615600 |
| 2006-05-01 | 74.869541941555410 |
| 2006-06-01 | 74.700469549056410 |
| 2006-07-01 | 74.364956707588300 |
| 2006-08-01 | 73.453587946996490 |
| 2006-09-01 | 75.646491336015400 |
| 2006-10-01 | 75.329300413175900 |
| 2006-11-01 | 75.653594706108100 |
| 2006-12-01 | 74.996193143020000 |
| 2007-01-01 | 75.871944235326210 |
| 2007-02-01 | 75.323909099822200 |
| 2007-03-01 | 77.506052132863200 |
| 2007-04-01 | 75.751639149746000 |
| 2007-05-01 | 76.483629903803900 |
| 2007-06-01 | 76.109035553063100 |
| 2007-07-01 | 76.891640538476500 |
| 2007-08-01 | 76.518987044349300 |
| 2007-09-01 | 77.010041069614300 |
| 2007-10-01 | 77.625702989311590 |
| 2007-11-01 | 77.269105151494900 |
| 2007-12-01 | 77.368389757263000 |
| 2008-01-01 | 76.603869377237400 |
| 2008-02-01 | 78.270953727295290 |
| 2008-03-01 | 78.152266105157000 |
| 2008-04-01 | 78.555227619151600 |
| 2008-05-01 | 78.110347111661600 |
| 2008-06-01 | 77.704719435184400 |
| 2008-07-01 | 78.475815960382700 |
| 2008-08-01 | 78.577390483011000 |
| 2008-09-01 | 78.904925337160700 |
| 2008-10-01 | 78.815285881628100 |
| 2008-11-01 | 79.072422565759300 |
| 2008-12-01 | 79.599759642290590 |
| 2009-01-01 | 79.705959628698410 |
| 2009-02-01 | 79.740929329304300 |
| 2009-03-01 | 79.025633952838590 |
| 2009-04-01 | 78.619476052916200 |
| 2009-05-01 | 78.528111380091700 |
| 2009-06-01 | 78.671295456386500 |
| 2009-07-01 | 80.289276491088590 |
| 2009-08-01 | 79.795318846772400 |
| 2009-09-01 | 78.309858665116100 |
| 2009-10-01 | 78.948603351028500 |
| 2009-11-01 | 79.036421148397100 |
| 2009-12-01 | 79.002688136610590 |
| 2010-01-01 | 79.067720609259300 |
| 2010-02-01 | 78.573597128943500 |
| 2010-03-01 | 78.408877963935700 |
| 2010-04-01 | 79.111870340238710 |
| 2010-05-01 | 79.089371187665310 |
| 2010-06-01 | 80.042582399741590 |
| 2010-07-01 | 80.991299541353000 |
| 2010-08-01 | 80.275233408075300 |
| 2010-09-01 | 78.465537081214000 |
| 2010-10-01 | 80.513614057386500 |
| 2010-11-01 | 80.548161931066200 |
| 2010-12-01 | 80.464800532423600 |
| 2011-01-01 | 78.979704170010990 |
| 2011-02-01 | 81.060920457686900 |
| 2011-03-01 | 81.726010156103800 |
| 2011-04-01 | 81.164853485452700 |
| 2011-05-01 | 82.206433440221910 |
| 2011-06-01 | 82.423830232649410 |
| 2011-07-01 | 82.216464439962300 |
| 2011-08-01 | 81.947266134127290 |
| 2011-09-01 | 81.396914788513300 |
| 2011-10-01 | 81.274649355803090 |
| 2011-11-01 | 81.502234623678400 |
| 2011-12-01 | 82.259178440417700 |
| 2012-01-01 | 81.328969789519500 |
| 2012-02-01 | 81.302023321108000 |
| 2012-03-01 | 83.498718956528100 |
| 2012-04-01 | 81.709643171656100 |
| 2012-05-01 | 81.712984021167400 |
| 2012-06-01 | 81.020398052869000 |
| 2012-07-01 | 80.462754896981000 |
| 2012-08-01 | 80.405389354115500 |
| 2012-09-01 | 81.137484477428900 |
| 2012-10-01 | 81.777268568888800 |
| 2012-11-01 | 81.000099136652500 |
| 2012-12-01 | 80.975198044020600 |
| 2013-01-01 | 81.254371882269800 |
| 2013-02-01 | 81.498622487273300 |
| 2013-03-01 | 83.332914531245210 |
| 2013-04-01 | 81.249932410528000 |
| 2013-05-01 | 80.694376777452500 |
| 2013-06-01 | 80.952589566231500 |
| 2013-07-01 | 81.353271837691790 |
| 2013-08-01 | 81.013380502135700 |
| 2013-09-01 | 82.371315738004800 |
| 2013-10-01 | 81.724301163708590 |
| 2013-11-01 | 82.230898846495900 |
| 2013-12-01 | 81.706250033177700 |
| 2014-01-01 | 81.841471599351900 |
| 2014-02-01 | 81.758311414578900 |
| 2014-03-01 | 81.633566688129900 |
| 2014-04-01 | 83.471123112217500 |
| 2014-05-01 | 82.965831427559590 |
| 2014-06-01 | 83.418577541440000 |
| 2014-07-01 | 83.861224255485000 |
| 2014-08-01 | 84.605487910125290 |
| 2014-09-01 | 84.149920486969100 |
| 2014-10-01 | 83.926643500933600 |
| 2014-11-01 | 84.500626966416200 |
| 2014-12-01 | 84.053330238539590 |
| 2015-01-01 | 85.727086244142000 |
| 2015-02-01 | 84.597861426988590 |
| 2015-03-01 | 84.536781741067800 |
| 2015-04-01 | 84.601872840882410 |
| 2015-05-01 | 84.268958460578200 |
| 2015-06-01 | 84.781776013455710 |
| 2015-07-01 | 84.925987961341100 |
| 2015-08-01 | 84.429993447031300 |
| 2015-09-01 | 83.970678802048210 |
| 2015-10-01 | 84.495851054385000 |
| 2015-11-01 | 84.538082519978200 |
| 2015-12-01 | 84.530203656953400 |
| 2016-01-01 | 85.423835021716700 |
| 2016-02-01 | 85.071330240464400 |
| 2016-03-01 | 84.936602342080200 |
| 2016-04-01 | 86.061455004272100 |
| 2016-05-01 | 86.409267134094790 |
| 2016-06-01 | 86.822560797680500 |
| 2016-07-01 | 87.579097816386300 |
| 2016-08-01 | 87.603293610698590 |
| 2016-09-01 | 87.705337884902800 |
| 2016-10-01 | 87.563704582589100 |
| 2016-11-01 | 87.473840613240580 |
| 2016-12-01 | 87.700387654559300 |
| 2017-01-01 | 87.462691177286200 |
| 2017-02-01 | 87.404279083158400 |
| 2017-03-01 | 87.447699051879100 |
| 2017-04-01 | 86.678155074600510 |
| 2017-05-01 | 87.035973304652600 |
| 2017-06-01 | 84.501637798409090 |
| 2017-07-01 | 86.549648809422790 |
| 2017-08-01 | 85.538089638214000 |
| 2017-09-01 | 86.977627600048200 |
| 2017-10-01 | 86.787391893191200 |
| 2017-11-01 | 87.355520850959790 |
| 2017-12-01 | 88.177911434834200 |
| 2018-01-01 | 87.480160341613100 |
| 2018-02-01 | 87.855018774313000 |
| 2018-03-01 | 87.571512123862920 |
| 2018-04-01 | 87.623925509213690 |
| 2018-05-01 | 87.793581713670190 |
| 2018-06-01 | 87.187357516952000 |
| 2018-07-01 | 86.993296398664500 |
| 2018-08-01 | 87.429213197385700 |
| 2018-09-01 | 88.401122913028700 |
| 2018-10-01 | 88.467341074256310 |
| 2018-11-01 | 87.512969706240500 |
| 2018-12-01 | 86.685717256185910 |
| 2019-01-01 | 88.720213948766000 |
| 2019-02-01 | 87.321271502782000 |
| 2019-03-01 | 88.080276430890790 |
| 2019-04-01 | 87.835803126028410 |
| 2019-05-01 | 87.179245247012800 |
| 2019-06-01 | 86.441877960150500 |
| 2019-07-01 | 84.407534227113000 |
| 2019-08-01 | 84.827751042278990 |
| 2019-09-01 | 87.159654486502400 |
| 2019-10-01 | 87.411024545559100 |
| 2019-11-01 | 87.466234779779910 |
| 2019-12-01 | 87.677117166203900 |
| 2020-01-01 | 87.881627430377110 |
| 2020-02-01 | 88.080263549397500 |
| 2020-03-01 | 86.988428476130410 |
| 2020-04-01 | 80.648477323256400 |
| 2020-05-01 | 80.194928893296010 |
| 2020-06-01 | 81.305509392993300 |
| 2020-07-01 | 80.810255087751500 |
| 2020-08-01 | 80.396197554154600 |
| 2020-09-01 | 78.816307713489410 |
| 2020-10-01 | 78.055170473433900 |
| 2020-11-01 | 79.054514450532410 |
| 2020-12-01 | 75.356144749060490 |
| 2021-01-01 | 78.480125052605200 |
| 2021-02-01 | 75.244030450400000 |
| 2021-03-01 | 80.779052327771210 |
| 2021-04-01 | 80.577135805854000 |
| 2021-05-01 | 83.185865240137910 |
| 2021-06-01 | 82.579603114310900 |
| 2021-07-01 | 82.377536513434300 |
| 2021-08-01 | 83.080019512699790 |
| 2021-09-01 | 82.711325675542500 |
| 2021-10-01 | 83.906214825090900 |
| 2021-11-01 | 84.135084716341100 |
| 2021-12-01 | 84.573042387073300 |
| 2022-01-01 | 84.676676997930600 |
| 2022-02-01 | 84.833204673945400 |
| 2022-03-01 | 84.686768766401600 |
| 2022-04-01 | 86.069816128747190 |
| 2022-05-01 | 86.644896378485910 |
| 2022-06-01 | 85.778094866515400 |
| 2022-07-01 | 86.396992809246100 |
| 2022-08-01 | 87.772524046506400 |
| 2022-09-01 | 88.119841974703500 |
| 2022-10-01 | 87.595718352783580 |
| 2022-11-01 | 87.689024228411200 |
| 2022-12-01 | 88.062673206595800 |
| 2023-01-01 | 89.183845558456100 |
| 2023-02-01 | 88.427690198922500 |
| 2023-03-01 | 89.892802312431600 |
| 2023-04-01 | 88.644938685488200 |
| 2023-05-01 | 88.739692212830690 |
| 2023-06-01 | 88.456088257800100 |
| 2023-07-01 | 88.999788557641510 |
| 2023-08-01 | 89.967799223073000 |
| 2023-09-01 | 90.263096669182090 |
| 2023-10-01 | 90.989753905887700 |
| 2023-11-01 | 91.585004802307580 |
| 2023-12-01 | 91.437610700907710 |
| 2024-01-01 | 89.751681977237100 |
| 2024-02-01 | 90.685483337535800 |
| 2024-03-01 | 91.081787193696800 |
| 2024-04-01 | 90.602770505766800 |
| 2024-05-01 | 90.058064531096900 |
| 2024-06-01 | 91.637291449123900 |
| 2024-07-01 | 92.624022165469000 |
| 2024-08-01 | 90.246991362858800 |
| 2024-09-01 | 90.396628815854000 |
| 2024-10-01 | 89.434732231962910 |
| 2024-11-01 | 89.324469430155700 |
